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Source channel @githubtrending · Post #15432 · Jan 23

#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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Anatomy Art Hub ☮️

@anatomyarthub · Post #3108 · 05/31/2024, 09:27 AM

#анатомия#руки#anatomy#arms Когда рука согнута вверх, бицепс будет выпирать, а трицепс вытянется. Так же лучевые мышцы сократятся и согнут руку в локте. Старайтесь обращать внимание на выпуклые (активные) мышцы и те что тянутся (неактивные). Активные мышцы сжимаются. Обратите внимание, как бицепс сгибается и противостоящий трицепс растягивается. Не существует такой мышцы, которая выталкивала бы другую. В мышцах есть сила. Но так же мягкость и экспрессия. When the arm is bent upward, the biceps will bulge and the triceps will extend. The radial muscles will also contract and bend the arm at the elbow. Try to pay attention to the bulging (active) muscles and those that stretch (inactive). Active muscles contract. Notice how the biceps flexes and the opposing triceps stretches. There is no such muscle that would push out another. There is strength in the muscles. But also softness and expression. @anatomyarthub

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